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Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
This online course teaches about the communication culture in China, such as the Chinese address system, metaphors, taboo words and euphemisms, Chinese terms of respect and...
This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...
This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.
This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...
This online course explores concepts of advanced linear algebra for computing.
Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...
In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...
This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.
Cryptography is present in everyday life, from paying with a credit card to using the telephone. This course teaches all about making and breaking puzzles in computing.
This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
This online coures explores the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.
This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...
This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.
This online course helps to understand how solar cells generate electricity and learn about semiconductor physics and optics required to design and manufacture solar cells.
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
This online course explores how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.
This is an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...
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